Why Heat Pump Efficiency Collapses in Sub-Zero Weather: Modeling Thermodynamic COP Degradation and Auxiliary Heat Kinetics

Residential air-source heat pumps (ASHPs) are widely recognized as the cornerstone of building decarbonization. Under standard rating conditions (47°F / 8.3°C), modern variable-speed inverter heat pum